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Agentic AI is no longer a pilot: what enterprise deployment actually looks like in 2026

For two years, organisations have been running careful experiments with AI agents. Those experiments are over. The question now isn't whether to deploy — it's whether you're deploying well. Here's what the organisations getting it right are doing differently.

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Technology AI Strategy Governance

The moment AI became a coworker, not a tool

GPT-5.4 just scored above the human baseline on a benchmark measuring computer use. That number is small. Its implications are not.

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OpenAI's military pivot and what it tells us about AI governance

When OpenAI broke ranks with Anthropic on military AI guardrails, ChatGPT uninstalls jumped 295% overnight. That market reaction is a governance signal worth taking seriously.

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Everyone's increasing their AI budget. Almost no one can explain why.

86% of enterprises plan to increase AI spend in 2026. But when you ask what return they expect on that spend, the answers get vague fast.

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Morgan Stanley says the AI breakthrough is imminent — and most organisations aren't ready

A major investment bank has issued one of the starkest warnings yet about the pace of AI advancement. The report isn't about technology. It's about preparedness.

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Who is responsible when the algorithm gets it wrong?

Accountability in AI systems remains one of the hardest unsolved challenges in the industry — and the legal and ethical frameworks we have aren't keeping pace.

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Build, buy, or borrow: the AI procurement decision no one talks about

Custom models, off-the-shelf APIs, open source — each path has fundamentally different risk, cost, and capability profiles. Here's how to think through the choice.

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What "AI-native" actually means for how teams operate

It's more than prompting tools. Truly AI-native teams are restructuring how they think about workflows, knowledge, and decision rights from the ground up.

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Beyond the chatbot: where agentic AI is actually heading

The next wave isn't smarter chat — it's AI systems that take actions, co-ordinate with each other, and operate over long time horizons with minimal human input.

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How to communicate AI risk to a board that doesn't understand AI

Getting executive buy-in on responsible AI isn't a technical challenge — it's a communication one. Frameworks and language that actually land in the boardroom.

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